{"id":"https://openalex.org/W3090148481","doi":"https://doi.org/10.1007/978-3-030-61166-8_7","title":"Reliable Saliency Maps for Weakly-Supervised Localization of Disease Patterns","display_name":"Reliable Saliency Maps for Weakly-Supervised Localization of Disease Patterns","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3090148481","doi":"https://doi.org/10.1007/978-3-030-61166-8_7","mag":"3090148481"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61166-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61166-8_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032119902","display_name":"Maximilian M\u00f6ller","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Maximilian M\u00f6ller","raw_affiliation_strings":["Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany","Konica Minolta Laboratory Europe, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Konica Minolta Laboratory Europe, M\u00fcnchen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066770965","display_name":"Matthias Kohl","orcid":"https://orcid.org/0000-0001-9514-8910"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthias Kohl","raw_affiliation_strings":["Konica Minolta Laboratory Europe, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Konica Minolta Laboratory Europe, M\u00fcnchen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021591215","display_name":"Stefan Braunewell","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan Braunewell","raw_affiliation_strings":["Konica Minolta Laboratory Europe, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Konica Minolta Laboratory Europe, M\u00fcnchen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023181480","display_name":"Florian Kofler","orcid":null},"institutions":[{"id":"https://openalex.org/I2802619606","display_name":"Klinikum rechts der Isar","ror":"https://ror.org/04jc43x05","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802619606","https://openalex.org/I62916508"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Kofler","raw_affiliation_strings":["Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany","Department of Neuroradiology, Klinikum rechts der Isar, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Department of Neuroradiology, Klinikum rechts der Isar, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I2802619606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039985608","display_name":"Benedikt Wiestler","orcid":"https://orcid.org/0000-0002-2963-7772"},"institutions":[{"id":"https://openalex.org/I2802619606","display_name":"Klinikum rechts der Isar","ror":"https://ror.org/04jc43x05","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802619606","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedikt Wiestler","raw_affiliation_strings":["Department of Neuroradiology, Klinikum rechts der Isar, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Neuroradiology, Klinikum rechts der Isar, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I2802619606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003938965","display_name":"Jan S. Kirschke","orcid":"https://orcid.org/0000-0002-7557-0003"},"institutions":[{"id":"https://openalex.org/I2802619606","display_name":"Klinikum rechts der Isar","ror":"https://ror.org/04jc43x05","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802619606","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan S. Kirschke","raw_affiliation_strings":["Department of Neuroradiology, Klinikum rechts der Isar, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Neuroradiology, Klinikum rechts der Isar, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I2802619606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002068604","display_name":"Bjoern Menze","orcid":"https://orcid.org/0000-0003-4136-5690"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn H. Menze","raw_affiliation_strings":["Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005966038","display_name":"Marie Piraud","orcid":"https://orcid.org/0000-0002-4917-2458"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marie Piraud","raw_affiliation_strings":["Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany","Konica Minolta Laboratory Europe, M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Konica Minolta Laboratory Europe, M\u00fcnchen, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5032119902"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4019,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84311224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8432962894439697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7522413730621338},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.7220484018325806},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.6911383271217346},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6758195757865906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6165104508399963},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5257654786109924},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5148167014122009},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4597269892692566},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.418447881937027},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3436402380466461}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8432962894439697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7522413730621338},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.7220484018325806},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.6911383271217346},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6758195757865906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6165104508399963},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5257654786109924},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5148167014122009},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4597269892692566},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.418447881937027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3436402380466461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61166-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61166-8_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1899185266","https://openalex.org/W1901129140","https://openalex.org/W1945608308","https://openalex.org/W1994488211","https://openalex.org/W2295107390","https://openalex.org/W2592929672","https://openalex.org/W2611650229","https://openalex.org/W2724456938","https://openalex.org/W2891612330","https://openalex.org/W2962790223","https://openalex.org/W2962858109","https://openalex.org/W2963311325","https://openalex.org/W3098414035","https://openalex.org/W3101156210","https://openalex.org/W3132133802","https://openalex.org/W3138819813","https://openalex.org/W6600402904","https://openalex.org/W6638553918","https://openalex.org/W6727875242"],"related_works":["https://openalex.org/W2546871836","https://openalex.org/W2136485282","https://openalex.org/W4311223090","https://openalex.org/W2756241593","https://openalex.org/W2912288872","https://openalex.org/W2767651786","https://openalex.org/W1976651644","https://openalex.org/W4385800593","https://openalex.org/W2801801420","https://openalex.org/W2964106404"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
